diff --git a/Examples/BasicFilters/LeeImageFilter.cxx b/Examples/BasicFilters/LeeImageFilter.cxx
index fee4c62c8772beb4c285aa855faaca4dcbc88579..d8c7aa947db0bbde16790f0024a444c1deb3c40c 100644
--- a/Examples/BasicFilters/LeeImageFilter.cxx
+++ b/Examples/BasicFilters/LeeImageFilter.cxx
@@ -47,16 +47,16 @@ int main(int argc, char* argv[])
   // The filter can be instantiated using the image types defined above.
   typedef otb::LeeImageFilter<InputImageType, OutputImageType> FilterType;
 
-  //  An ImageFileReader class is also instantiated in order to read
-  //  image data from a file.
+  // An ImageFileReader class is also instantiated in order to read
+  // image data from a file.
   typedef otb::ImageFileReader<InputImageType> ReaderType;
 
-  // An \doxygen{otb}{ImageFileWriter} is instantiated in order to write the
+  // An ImageFileWriter is instantiated in order to write the
   // output image to a file.
   typedef otb::ImageFileWriter<OutputImageType> WriterType;
 
-  //  Both the filter and the reader are created by invoking their \code{New()}
-  //  methods and assigning the result to SmartPointers.
+  // Both the filter and the reader are created by invoking their New()
+  // methods and assigning the result to SmartPointers.
   ReaderType::Pointer reader = ReaderType::New();
   FilterType::Pointer filter = FilterType::New();
 
@@ -64,8 +64,8 @@ int main(int argc, char* argv[])
   writer->SetInput(filter->GetOutput());
   reader->SetFileName(argv[1]);
 
-  //  The image obtained with the reader is passed as input to the
-  //  LeeImageFilter.
+  // The image obtained with the reader is passed as input to the
+  // LeeImageFilter.
   filter->SetInput(reader->GetOutput());
 
   // The method SetRadius() defines the size of the window to
diff --git a/Examples/BasicFilters/LeeImageFilter.rst b/Examples/BasicFilters/LeeImageFilter.rst
index bb34942a9ec560a722e01b71309dc570862d30b1..612bd8eb9ea84d5ced38c4dc92151aa77815c598 100644
--- a/Examples/BasicFilters/LeeImageFilter.rst
+++ b/Examples/BasicFilters/LeeImageFilter.rst
@@ -1,12 +1,19 @@
-This example illustrates the use of the LeeImageFilter.
+This example illustrates the use of the :doxygen:`LeeImageFilter`.
 This filter belongs to the family of the edge-preserving smoothing
 filters which are usually used for speckle reduction in radar
 images. The LeeFilter aplies a linear regression
 which minimizes the mean-square error in the frame of a
 multiplicative speckle model.
 
-.. figure:: /Input/GomaSmall.png
+.. |image1| image:: /Input/GomaSmall.png
 
-.. figure:: /Output/GomaSmallLeeFiltered.png
+.. |image2| image:: /Output/GomaSmallLeeFiltered.png
+
+.. _Figure1:
+
++--------------------------+-------------------------+
+|        |image1|          |         |image2|        |
++--------------------------+-------------------------+
 
     Result of applying the Lee filter to a SAR image.
+